| metric | Score |
|---|---|
| accuracy | 0.656 |
| precision | 0.665 |
| recall | 0.636 |
| f1 | 0.651 |
| roc_auc_score | 0.715 |
| pr_auc_score | 0.71 |
| log_loss | 0.62 |
| label | probability | logodds |
|---|---|---|
| On Time* | 78.8 % | 1.311 |
| Not On Time | 21.2 % | -1.311 |
| Reason | Effect |
|---|---|
| Average of population | -0.1 |
| EXT_SOURCE_3 = 0.6701754827792886 | -0.35 |
| FLAG_EMP_PHONE = 0.0 | -0.31 |
| EXT_SOURCE_2 = 0.6814484197027727 | -0.23 |
| FLAG_OWN_CAR = 1.0 | -0.2 |
| CODE_GENDER = 0.0 | -0.17 |
| AMT_GOODS_PRICE = 0.059550561797752796 | +0.04 |
| Other features combined | +0.0 |
| Final prediction | -1.31 |
| label | probability | logodds |
|---|---|---|
| On Time | 28.0 % | -0.946 |
| Not On Time | 72.0 % | 0.946 |
| Reason | Effect |
|---|---|
| Average of population | -0.1 |
| EXT_SOURCE_2 = 0.29796087289274387 | +0.59 |
| EXT_SOURCE_3 = 0.43036854428713633 | +0.27 |
| CODE_GENDER = 1.0 | +0.31 |
| FLAG_OWN_CAR = 1.0 | -0.2 |
| FLAG_EMP_PHONE = 1.0 | +0.04 |
| AMT_GOODS_PRICE = 0.09101123595505617 | +0.02 |
| Other features combined | +0.0 |
| Final prediction | 0.95 |